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                                    12月16日讲座——新加坡国立大学张洛欣教授:Benchmarking Computational Methods for Prediction of Drug Responses

                                    作者:  编辑:院研究生办   发布日期: 2019-12-09   来源:院国交办  

                                    讲座题目:Benchmarking Computational Methods for Prediction of Drug Responses

                                    人:张洛欣教授

                                    讲座时间:20191216日下午14:00

                                    讲座地点:理学院钱伟长楼202报告厅

                                    欢迎有兴趣的师生前来聆听!

                                    讲座内容简介:

                                    Drug response prediction arises from both basic and clinical research of personalized therapyas well as drug discovery for cancers. With gene expression profiles and other omics data being available for over 1000 cancer cell lines and tissuesdifferent machine learning approaches have been applied to drug response prediction. These methods appear in a body of literature and have been evaluated on different datasets with only one or two accuracy metrics. We systematically assessed 17 representative methods for drug response prediction on four large public datasets in nine metrics. In this talkI will discuss a couple of methods that are among the best methods. I will also discuss the lessons obtained from this benchmarking study.